FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1692.5         	|  100 %          	|
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run_training_epoch                 	|  26.502         	|63             	|  1669.6         	|  98.65          	|
run_training_batch                 	|  0.20432        	|8000           	|  1634.6         	|  96.58          	|
training_step_and_backward         	|  0.193          	|8000           	|  1544.0         	|  91.228         	|
model_forward                      	|  0.10792        	|8000           	|  863.34         	|  51.011         	|
training_step                      	|  0.10778        	|8000           	|  862.27         	|  50.948         	|
backward                           	|  0.084896       	|8000           	|  679.16         	|  40.129         	|
optimizer_step_with_closure_0      	|  0.25361        	|1000           	|  253.61         	|  14.985         	|
get_train_batch                    	|  0.002275       	|8063           	|  18.344         	|  1.0838         	|
fetch_next_train_batch             	|  0.0022583      	|8063           	|  18.209         	|  1.0759         	|
on_train_batch_end                 	|  0.0010793      	|8000           	|  8.6345         	|  0.51017        	|
training_batch_to_device           	|  0.0002157      	|8000           	|  1.7256         	|  0.10196        	|
zero_grad                          	|  0.0013475      	|1000           	|  1.3475         	|  0.079617       	|
on_train_batch_start               	|  8.8924e-05     	|8000           	|  0.71139        	|  0.042033       	|
on_batch_start                     	|  1.5423e-05     	|8000           	|  0.12338        	|  0.0072901      	|
on_batch_end                       	|  1.319e-05      	|8000           	|  0.10552        	|  0.0062346      	|
on_before_backward                 	|  1.2809e-05     	|8000           	|  0.10247        	|  0.0060547      	|
on_after_backward                  	|  1.133e-05      	|8000           	|  0.090642       	|  0.0053557      	|
training_step_end                  	|  5.7847e-06     	|8000           	|  0.046277       	|  0.0027343      	|
on_train_end                       	|  0.025336       	|1              	|  0.025336       	|  0.001497       	|
on_pretrain_routine_start          	|  0.023071       	|1              	|  0.023071       	|  0.0013632      	|
on_train_epoch_start               	|  0.00030201     	|63             	|  0.019027       	|  0.0011242      	|
on_train_epoch_end                 	|  0.00027013     	|63             	|  0.017018       	|  0.0010055      	|
on_before_zero_grad                	|  1.4179e-05     	|1000           	|  0.014179       	|  0.00083776     	|
on_before_optimizer_step           	|  1.1293e-05     	|1000           	|  0.011293       	|  0.00066727     	|
configure_optimizers               	|  0.0087906      	|1              	|  0.0087906      	|  0.0005194      	|
on_train_start                     	|  0.00079504     	|1              	|  0.00079504     	|  4.6975e-05     	|
on_epoch_start                     	|  1.0278e-05     	|63             	|  0.00064752     	|  3.8259e-05     	|
on_epoch_end                       	|  1.0159e-05     	|63             	|  0.00064001     	|  3.7816e-05     	|
setup                              	|  2.2752e-05     	|1              	|  2.2752e-05     	|  1.3443e-06     	|
on_before_accelerator_backend_setup	|  2.2142e-05     	|1              	|  2.2142e-05     	|  1.3083e-06     	|
on_fit_end                         	|  2.1561e-05     	|1              	|  2.1561e-05     	|  1.2739e-06     	|
on_fit_start                       	|  1.8565e-05     	|1              	|  1.8565e-05     	|  1.0969e-06     	|
on_configure_sharded_model         	|  1.61e-05       	|1              	|  1.61e-05       	|  9.5128e-07     	|
on_pretrain_routine_end            	|  1.1321e-05     	|1              	|  1.1321e-05     	|  6.689e-07      	|
teardown                           	|  1.0169e-05     	|1              	|  1.0169e-05     	|  6.0085e-07     	|
prepare_data                       	|  8.3549e-06     	|1              	|  8.3549e-06     	|  4.9365e-07     	|
configure_callbacks                	|  5.981e-06      	|1              	|  5.981e-06      	|  3.5339e-07     	|
configure_sharded_model            	|  5.801e-06      	|1              	|  5.801e-06      	|  3.4275e-07     	|
on_val_dataloader                  	|  4.8182e-06     	|1              	|  4.8182e-06     	|  2.8469e-07     	|
on_train_dataloader                	|  4.1281e-06     	|1              	|  4.1281e-06     	|  2.4391e-07     	|
